Radiol Artif Intell March 2020 PMID 32280948

Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks.

Kevin A Thomas, Łukasz Kidziński, Eni Halilaj, Scott L Fleming, Guhan R Venkataraman, Edwin H G Oei, Garry E Gold, Scott L Delp

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Mentions

Peak: 43 in Mar 2020

across 3 sources since Mar 2020

Extended reach

773,053

potential audience

Total likes

178

Video views

1,965

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Mar 2020 – Oct 2024

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AI synopsis

What people are saying

Many discussions highlight the innovative aspects of the model, with phrases like 'impressive staging algorithm' and 'high accuracy comparable to radiologists,' pointing to a collective excitement about AI's role in healthcare. The repetitive use of terms like 'fully automated' and 'significant osteoarthritis detection' reinforces the perceived advancements in technology, contributing to an overall optimistic tone about the model's clinical applications.

AgreementStrong agreement

The majority of discussions reflect strong support for the automated model and its methodologies.

InterestHigh interest

Comments indicate a high level of curiosity, showcasing enthusiasm about advancements in AI for medical imaging.

EngagementModerate engagement

While some participants have engaged in deeper discussions around applications, many posts tend to reiterate similar points without extensive elaboration.

ImpactHigh impact

Participants generally perceive the findings as significant, highlighting the potential benefits of using AI in clinical settings.

Abstract in brief

The study aimed to create an automated model using deep neural networks to classify the severity of knee osteoarthritis from X-ray images and to evaluate its performance against expert radiologists.
The model was trained and tested on a large dataset of knee radiographs, achieving an average F1 score of 0.70 and an accuracy of 0.71 on the full test set, which compares favorably with human radiologists.
Saliency maps demonstrated that the model focused on important features like osteophyte formation when making predictions, indicating that its decisions are based on clinically relevant information.

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Deep Learning for Automated Assessment of Knee Osteoarthritis Severity

This webinar focuses on using deep learning to automatically assess knee osteoarthritis severity from X-ray images. Kevin Thomas from Stanford University discusses his innovative models that align closely with expert…

Mobilize Center · Aug 19, 2021 1,224 views

Automated Deep Learning for Knee Osteoarthritis Assessment Part 2

Mobilize Center · Aug 19, 2021 741 views

e-Radiologia

@e_Radiologia · X

[Radiology: Artificial Intelligence] Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks - https://t.co/QthsqhF7fY https://t.co/geUjHQwqV1

Oct 9, 2024 · 4,727 followers View post →

e-Radiologia

@e_Radiologia · X

[Radiology: Artificial Intelligence] Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks - https://t.co/QthsqhF7fY https://t.co/Q0JrIcRMyh

Jul 1, 2024 · 4,727 followers View post →

Priyanka Aggarwal

@prianca03081986 · X

RT @MobilizeCenter: Did you miss the Mobilize/@restore_center webinar? Watch @Kevin_a_Thomas from @Stanford discuss “Accelerating Image-Bas…

Aug 28, 2021 · 3 shares · 43 followers View post →

Shigekazu Ishihara

@shigekzishihara · X

RT @MobilizeCenter: Did you miss the Mobilize/@restore_center webinar? Watch @Kevin_a_Thomas from @Stanford discuss “Accelerating Image-Bas…

Aug 27, 2021 · 3 shares · 7,056 followers View post →

Restore Center

@restore_center · X

RT @MobilizeCenter: Did you miss the Mobilize/@restore_center webinar? Watch @Kevin_a_Thomas from @Stanford discuss “Accelerating Image-Bas…

Aug 27, 2021 · 3 shares · 302 followers View post →

Mobilize Center

@MobilizeCenter · X

Did you miss the Mobilize/@restore_center webinar? Watch @Kevin_a_Thomas from @Stanford discuss “Accelerating Image-Based Knee #Osteoarthritis Research Using Deep Learning” on Youtube Research presentation: https://t.co/QpeXCATJJv Tutorial: https://t.co/wlDot6XEfc

Aug 27, 2021 · 2 likes · 3 shares · 625 followers View post →

godfrey™

@godfrey_G_ · X

RT @Radiology_AI: Check out today's #FreeFriday @Radiology_AI article from #PubMedCentral! Automated Classification of Radiographic Knee O…

Mar 20, 2021 · 2 shares · 5,019 followers View post →

godfrey™

@godfrey_G_ · X

RT @Radiology_AI: Check out today's #FreeFriday @Radiology_AI article from #PubMedCentral! Automated Classification of Radiographic Knee O…

Mar 5, 2021 · 2 shares · 5,019 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

Mar 5, 2021 · 13 likes · 2 shares · 18,875 followers View post →

Vishal

@JustTwi · X

#AI powered model that takes full knee radiographs as input & assesses osteoarthritis severity. It performs pretty close to what individual musculoskeletal radiologists can, & does not need manual image preprocessing. https://t.co/bahczdHVne #ArtificialIntelligence #DeepLearning https://t.co/LR7HaOGcXL

Jan 20, 2021 · 3 likes · 1 share · 1,329 followers View post →

Bernardo_Ram21

@Bernardo_Ram21 · X

RT @Radiology_AI: #ThrowbackThursday – #DeepLearning accurately detects the presence of significant osteoarthritis of the knee (Mar 2020) h…

Jan 14, 2021 · 1 share · 6,348 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

Jan 14, 2021 · 8 likes · 1 share · 18,875 followers View post →

Guillem Bori

@GuillemBori · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA #MSKRad…

Jun 10, 2020 · 2 shares · 562 followers View post →

John Doe

@JohnDoe47564694 · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 21, 2020 · 3 shares · 378 followers View post →

Curious Luke

@TheCuriousLuke · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 21, 2020 · 3 shares · 6,641 followers View post →

API Trends

@api_daily · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 21, 2020 · 3 shares · 2,352 followers View post →

Andrew Morris

@andrewmorrisuk · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 20, 2020 · 1 share · 15,372 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA #RadAI #ML #MachineLearning https://t.co/jb4qMA7Y6j

May 20, 2020 · 3 likes · 1 share · 18,875 followers View post →

RadSoc Leeds

@LeedsRadSoc · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA #MSKRad…

May 15, 2020 · 2 shares · 214 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA #MSKRad #RadAI #MachineLearning https://t.co/50VMOHbGzp

May 15, 2020 · 4 likes · 2 shares · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA #arthritis #RadAI #MachineLearning https://t.co/IlDloEH2sH

May 11, 2020 · 3 likes · 18,875 followers View post →

Nobody

@askN0B0DY · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 7, 2020 · 2 shares · 1,161 followers View post →

Andrew Morris

@andrewmorrisuk · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA…

May 7, 2020 · 2 shares · 15,372 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA #MSKRad #RadAI #MachineLearning https://t.co/VsCfD0t3gb

May 7, 2020 · 2 likes · 2 shares · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/hrNnbE4CtL

Apr 26, 2020 · 4 likes · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlaH02 https://t.co/NfrqiAnOUy

Apr 23, 2020 · 1 like · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/dzW3MhFHQn

Apr 23, 2020 · 3 likes · 18,875 followers View post →

Charles Kahn, MD

@cekahn · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Apr 20, 2020 · 3 shares · 6,670 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Apr 19, 2020 · 3 shares · 18,875 followers View post →

Dr. Muffaqam Shah, MBBS

@DrMoofee · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Apr 19, 2020 · 3 shares · 100 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/wUgC6NhEfA

Apr 19, 2020 · 10 likes · 3 shares · 18,875 followers View post →

WioAI

@WIOMAX_PA · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Apr 16, 2020 · 1 share · 3,422 followers View post →

Dianne

@diannePNW · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Apr 15, 2020 · 1 share · 1,131 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/srWUxsEq0o

Apr 14, 2020 · 2 likes · 1 share · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/NTGkBpS61f

Apr 12, 2020 · 3 likes · 1 share · 18,875 followers View post →

Dr. Muffaqam Shah, MBBS

@DrMoofee · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Apr 3, 2020 · 2 shares · 100 followers View post →

kardiolabsAI

@aortaAI · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Apr 2, 2020 · 2 shares · 99 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/3iTjN6ThG9

Apr 2, 2020 · 6 likes · 2 shares · 18,875 followers View post →

Dr. William Parker

@williamaparker · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 30, 2020 · 2 shares · 897 followers View post →

abledoc

@abledoc · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 30, 2020 · 2 shares · 6,912 followers View post →

moving from X

@KI_in_med · X

RT @ehealthcom: Beeindruckend leistungsfähiger Staging-Algorithmus für Kniearthrose-Aufnahmen. #KI #AI #Radiology https://t.co/xOcLC1tIes

Mar 30, 2020 · 1 share · 2,255 followers View post →

E-HEALTH-COM

@ehealthcom · X

Beeindruckend leistungsfähiger Staging-Algorithmus für Kniearthrose-Aufnahmen. #KI #AI #Radiology https://t.co/xOcLC1tIes

Mar 30, 2020 · 1 like · 1 share · 2,815 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/AsbaTNSOd1

Mar 30, 2020 · 5 likes · 2 shares · 18,875 followers View post →

PHD in BuildingSystems and $FLOKI

@architectwithin · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 29, 2020 · 4 shares · 381 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 29, 2020 · 4 shares · 18,875 followers View post →

الجمعية السعودية لتكنولوجيا الهندسة الطبية

@bmet_sa · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 28, 2020 · 4 shares · 8,897 followers View post →

Dr. Mahesh Patel, MD

@Ampicillin250 · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 28, 2020 · 4 shares · 69 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/BAPbAsD7Py

Mar 28, 2020 · 5 likes · 4 shares · 18,875 followers View post →

Prof Mark McEntee

@markmcentee · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 28, 2020 · 1 share · 2,475 followers View post →

heartminer99

@heartminer99 · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 27, 2020 · 2 shares · 19 followers View post →

Teresa T. Martín-Carreras, MD

@DrTeresaMC · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 26, 2020 · 2 shares · 2,723 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/4AmOFzEHoT

Mar 26, 2020 · 5 likes · 2 shares · 18,875 followers View post →

Virginia Hill, MD

@virginiabhill · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 26, 2020 · 3 shares · 837 followers View post →

Sue Leugers

@SueLeugers · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 25, 2020 · 3 shares · 999 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/0ymKp3iaOd

Mar 25, 2020 · 4 likes · 3 shares · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/SY7GYQEoCx

Mar 25, 2020 · 8 likes · 1 share · 18,875 followers View post →

Melissa Boswell, PhD

@melissaboswell_ · X

RT @Kevin_A_Thomas_: 1/5 Knee osteoarthritis affects 212 million. We've published software to accelerate discovery of treatments. It evalua…

Mar 24, 2020 · 3 shares · 1,449 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 23, 2020 · 4 shares · 18,875 followers View post →

PHD in BuildingSystems and $FLOKI

@architectwithin · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 23, 2020 · 4 shares · 381 followers View post →

Pablo Rengifo

@PRengifo_MSK · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 23, 2020 · 4 shares · 426 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/0DIK0QTy3F

Mar 23, 2020 · 10 likes · 4 shares · 18,875 followers View post →

moving from X

@KI_in_med · X

RT @Radiology_AI: A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA h…

Mar 23, 2020 · 1 share · 2,255 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/iZZW9Pe1BK

Mar 23, 2020 · 2 likes · 1 share · 18,875 followers View post →

Dra. Luisa Vera

@lameliav · X

Automated classification of radiographic knee osteoarthritis severity using deep deep neural networks https://t.co/it9R8wO99d https://t.co/wKfYq5O4rk

Mar 23, 2020 · 2 likes · 955 followers View post →

Dr Sumer Sethi

@sumersethi · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 22, 2020 · 2 shares · 39,142 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

RT @Radiology_AI: #DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t…

Mar 22, 2020 · 2 shares · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

#DeepLearning accurately detects the presence of significant osteoarthritis of the knee https://t.co/Q0PeNlshRA https://t.co/vpMhYeTtd7

Mar 22, 2020 · 12 likes · 2 shares · 18,875 followers View post →

Ahmed Montasr

@MontasrA · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 21, 2020 · 8 shares · 58 followers View post →

Mauro Miguel Daniel

@mauromdaniel · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 21, 2020 · 2 shares · 113 followers View post →

LN Tanenbaum MD FACR

@nuromri · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 21, 2020 · 8 shares · 6,571 followers View post →

Rianne van der Heijden MD, PhD

@rianne_heijden · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 21, 2020 · 8 shares · 238 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/iZC5jtTea9

Mar 21, 2020 · 7 likes · 2 shares · 18,875 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 20, 2020 · 8 shares · 18,875 followers View post →

Almansour

@malmansour81 · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 20, 2020 · 8 shares · 214 followers View post →

VancouverRadiology

@VancouverRadio1 · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 20, 2020 · 8 shares · 85 followers View post →

Radiology

@radiology_rsna · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 20, 2020 · 8 shares · 60,145 followers View post →

الجمعية السعودية لتكنولوجيا الهندسة الطبية

@bmet_sa · X

RT @Radiology_AI: Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://…

Mar 20, 2020 · 8 shares · 8,897 followers View post →

Radiology: Artificial Intelligence

@Radiology_AI · X

Just published! A fully automated model for staging osteoarthritis is compared to musculoskeletal radiologists. https://t.co/Q0PeNlshRA https://t.co/ZRNrAVq9oY

Mar 20, 2020 · 27 likes · 8 shares · 18,875 followers View post →

Lukas Kidzinski

@kidzik · X

RT @Kevin_A_Thomas_: 1/5 Knee osteoarthritis affects 212 million. We've published software to accelerate discovery of treatments. It evalua…

Mar 19, 2020 · 3 shares · 943 followers View post →

TechnoJeder A.I.

@TechnoJeder · X

RT @Kevin_A_Thomas_: 1/5 Knee osteoarthritis affects 212 million. We've published software to accelerate discovery of treatments. It evalua…

Mar 19, 2020 · 3 shares · 2,181 followers View post →

Kevin Thomas

@Kevin_A_Thomas_ · X

1/5 Knee osteoarthritis affects 212 million. We've published software to accelerate discovery of treatments. It evaluates knee X-rays with the accuracy of radiologists and it's automated. Published in Radiology: Artificial Intelligence. https://t.co/GrPl3NFYey @radiology_rsna

Mar 19, 2020 · 5 likes · 3 shares · 41 followers View post →

Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks.

Mentions per month

Where it's discussed

What people are saying

Abstract in brief

Top posts

All mentions

Deep Learning for Automated Assessment of Knee Osteoarthritis Severity

Automated Deep Learning for Knee Osteoarthritis Assessment Part 2